{"id":"W2999935713","doi":"10.4018/978-1-7998-1828-1.ch002","title":"Civic Engagement in Local Environmental Initiatives","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in public policy and administration (APPA) book series","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Society for Equity in Health; Université de Montréal","funders":"","keywords":"Civic engagement; Citizen journalism; Argument (complex analysis); Variety (cybernetics); Face (sociological concept); Visibility; Social media; Social engagement; Sociology; Political science; Online and offline; Face-to-face; Public relations; Computer science; Geography; Social science; Epistemology; Politics; Artificial intelligence; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009549218,0.0002995198,0.0002311401,0.0007551537,0.003925765,0.007165044,0.0006180045,0.001383588,0.0200897],"category_scores_gemma":[0.0008258515,0.0001669048,0.0002049778,0.001672801,0.004310497,0.004257673,0.005485722,0.002132944,0.002734052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002995068,"about_ca_system_score_gemma":0.002085292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785102,"about_ca_topic_score_gemma":0.005554435,"domain_scores_codex":[0.9991302,0.000523682,0.000013247,0.00007115336,0.000130376,0.0001313486],"domain_scores_gemma":[0.9996322,0.0001869351,0.00002150583,0.00003209253,0.00003597828,0.0000912307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001276031,0.000109081,0.0004267205,0.0002712812,0.000004052627,0.0001937342,0.0299182,0.000596591,0.0002596354,0.8347787,0.03369194,0.09973741],"study_design_scores_gemma":[0.000004982315,0.00001919587,0.0007475682,0.0004134247,0.000003040016,0.00008755687,0.01869109,0.000270975,0.0002202818,0.07988171,0.8996536,0.000006521524],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00903412,0.004130752,0.001522308,0.003883753,0.0001534071,0.00002844732,0.00001379173,0.00003958985,0.9811937],"genre_scores_gemma":[0.4688914,0.00716458,0.002150841,0.001557072,0.0002917705,0.000184652,0.00008488795,0.0000915485,0.5195832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0200897,"threshold_uncertainty_score":0.0672068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277724613976757,"score_gpt":0.3219393830655857,"score_spread":0.2891621369258181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}